Why context becomes an infrastructure problem
Long-running agents accumulate information quickly. Without a clear strategy for managing that information, context becomes increasingly expensive and difficult to reason about.
Separating state from knowledge
A scalable architecture needs to separate execution state from persistent knowledge while still making relevant information available when an agent needs it.
Keeping context useful
Our infrastructure work focuses on keeping context useful rather than simply making it larger, with explicit boundaries between transient state, durable memory, retrieval results, and task-specific information.